Using a Representative Driving Pattern Extraction Technique Modeling with Machine Learning, Development of Durability Test Mode

2021-01-0160

04/06/2021

Features
Event
SAE WCX Digital Summit
Authors Abstract
Content
The powertrain durability test mode often defines the method by reflecting figures such as frequency of use or severity, but in complex systems, durability is difficult to verify in real life conditions under simple conditions. Therefore, in this session, a new analysis method modeled for each driving unit is presented, rather than analyzing time series data in time to extract representative driving pattern from the perspective of the powertrain load reflecting driving situation and driver’s will by applying machine learning technique, and to develop realistic durability test evaluation mode.
Meta TagsDetails
DOI
https://doi.org/10.4271/2021-01-0160
Pages
5
Citation
Beun, H., "Using a Representative Driving Pattern Extraction Technique Modeling with Machine Learning, Development of Durability Test Mode," SAE Technical Paper 2021-01-0160, 2021, https://doi.org/10.4271/2021-01-0160.
Additional Details
Publisher
Published
Apr 6, 2021
Product Code
2021-01-0160
Content Type
Technical Paper
Language
English